Interactive Causal Structure Discovery in Earth System Sciences.
Laila MelkasRafael SavvidesSuyog ChandramouliJarmo MäkeläTuomo NieminenIvan MammarellaKai PuolamäkiPublished in: CoRR (2021)
Keyphrases
- causal structure
- causal discovery
- observational data
- causal models
- causal relationships
- scientific discovery
- discovery process
- experimental data
- environmental sciences
- data mining
- causal ordering
- directed acyclic graph
- bayesian networks
- knowledge discovery
- causal relations
- causal graph
- conditional independence
- random variables
- upper bound
- machine learning